LinkedIn Intelligence Engine
for Autonomous AI Agents
Engineered for high-velocity AI sales agents. Zero captchas, zero IP bans, token-dense Markdown with ultra-low latency edge caching.
Benchmarked & Integrated Frameworks
# Autonomous Agent Request
curl -X POST "https://mcp.lakome.in/tools/extract_linkedin_profile" -H "Content-Type: application/json" -H "Authorization: Bearer LAKOME_YOUR_SECRET_KEY" -d '{"linkedin_url": "https://www.linkedin.com/in/alexmercer"}'Infrastructure Comparison
Benchmarked against raw web scrapers and legacy B2B data vendors.
| Feature | Lakome MCP | Raw Scrapers | Legacy APIs |
|---|---|---|---|
| LLM Optimization | Dense Markdown (-65% Tokens) | Raw HTML / JSON | Nested JSON |
| Protocol Support | Native Protocol SSE (/mcp/sse) | None | REST only |
| Captcha Resilience | 99.99% Residential Proxies | Frequent Captchas | Static DB |
| Memory Caching | 7-Day Edge Memory Cache | None | Variable limits |
High-Volume Execution
Reliable extractions for autonomous sales agents without getting blocked.
Token-Dense Markdown
Converts raw LinkedIn JSON bloat into compressed Markdown strings. Cuts prompt context overhead by up to 65%.
99.99% Captcha Bypass
Backed by residential proxy networks with automated fingerprint rotation.
7-Day Edge Memory
Scraped profiles are cached for 7 days, served instantly to duplicate lookups.
Transparent Pricing
Start with 3 free trial calls or upgrade for high-capacity extractions.
- ✓ 3 free extractions per IP address
- ✓ Token-dense Markdown output
- ✓ 7-day memory cache access
- ✓ 1,000 Profile Extractions / mo
- ✓ Option to purchase top-up credit packs
- ✓ High-concurrency residential proxy pool
- ✓ Priority SSE connection & OpenClaw support
- ✓ 99.99% Scraper Uptime SLA
Frequently Asked Questions
Answers for prompt engineers, developers, and AI agents.
How fast are profile lookups? ↓
Frequently requested profiles are served instantly from our ultra-low latency edge cache (under 100ms) while keeping profile data fresh within a 7-day window.
How do autonomous agents connect to Lakome MCP? ↓
Agents connect via HTTP POST to /tools/extract_linkedin_profile or via SSE protocol stream at /mcp/sse using the Authorization: Bearer <LAKOME_API_KEY> header.
What profile capacity is included in the Pro Plan? ↓
The $39/month Pro Agent Plan includes 1,000 profile extractions per month. Additional top-up credit packs can be purchased anytime as your volume grows.
How does the 3-request free trial work? ↓
Every unique IP address gets 3 free trial extractions without needing an API key. Once exhausted, the endpoint returns an HTTP 402 status code guiding you to acquire a paid key at lakome.in.
Is Lakome compliant with European GDPR & EU AI Act standards? ↓
Yes. We process exclusively publicly accessible B2B professional data under GDPR Article 6(1)(f) and maintain full compliance with EU AI Act risk mitigation standards.
Are captchas or IP blocks an issue? ↓
No. Lakome utilizes dedicated residential proxy networks and automated fingerprint rotation to guarantee a 99.99% success rate.
Can I integrate Lakome into custom LLM loops? ↓
Yes. Lakome works out-of-the-box with standard Python and TypeScript MCP SDKs, AutoGPT, CrewAI, LangChain, and custom HTTP agent loops.
What response format is returned to the LLM agent? ↓
The response is returned as a dense, token-optimized Markdown report containing Full Name, Current Role, Company, Location, Headline, Bio Summary, Top Past Work Experiences, and Skills.
How does Lakome reduce LLM prompt costs? ↓
By stripping HTML markup and JSON key redundancy, Lakome produces dense Markdown that uses 65% fewer tokens than raw JSON payloads.
Is a credit card required for the free trial? ↓
No credit card is required. Free trial requests are automatically tracked by client IP address.
Can enterprise sales teams purchase custom proxy pools? ↓
Yes. Enterprise teams running high-volume sales agent fleets can request custom proxy pools via our contact page.
How do I register the tool with Claude Desktop or Cursor? ↓
Add the Lakome SSE URL https://lakome.in/mcp/sse to your client `mcpServers` configuration file.
What error response occurs when trial limits are reached? ↓
The API returns: {"error": "Free trial limit reached. Get your paid API key at lakome.in"}.
Are top-up credit packs available if I exceed 1,000 extractions? ↓
Yes, top-up credit packs can be added to your account instantly from the dashboard without upgrading your monthly plan tier.
How do data subject opt-outs work? ↓
Individuals can submit an erasure request to privacy@lakome.in under GDPR Article 17 for immediate edge cache purge.